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Oguz Kaan Yüksel

Affiliations:
  • École Polytechnique Fédérale de Lausanne (EPFL), Theory of Machine Learning Lab, Lausanne, Switzerland


According to our database1, Oguz Kaan Yüksel authored at least 7 papers between 2020 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

Online presence:

On csauthors.net:

Bibliography

2025
Long-Context Linear System Identification.
[BibTeX]
[DOI]
Oguz Kaan Yüksel
,
Mathieu Even
,
Nicolas Flammarion
Proceedings of the Thirteenth International Conference on Learning Representations, 2025

On the Sample Complexity of Next-Token Prediction.
[BibTeX]
[DOI]
Oguz Kaan Yüksel
,
Nicolas Flammarion
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024
First-order ANIL provably learns representations despite overparametrisation.
[BibTeX]
[DOI]
Oguz Kaan Yüksel
,
Etienne Boursier
,
Nicolas Flammarion
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2022
Discovering Multiple and Diverse Directions for Cognitive Image Properties.
[BibTeX]
[DOI]
Umut Kocasari
,
Alperen Bag
,
Oguz Kaan Yüksel
,
Pinar Yanardag
CoRR, 2022

2021
Semantic Perturbations with Normalizing Flows for Improved Generalization.
[BibTeX]
[DOI]
Oguz Kaan Yüksel
,
Sebastian U. Stich
,
Martin Jaggi
,
Tatjana Chavdarova
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions.
[BibTeX]
[DOI]
Oguz Kaan Yüksel
,
Enis Simsar
,
Ezgi Gülperi Er
,
Pinar Yanardag
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020
Adversarial Training with Orthogonal Regularization.
[BibTeX]
[DOI]
Oguz Kaan Yüksel
,
Inci Meliha Baytas
Proceedings of the 28th Signal Processing and Communications Applications Conference, 2020


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